Fully convolutional networks for structural health monitoring through multivariate time series classification

Advanced Modeling and Simulation in Engineering Sciences

Stefano Mariani¹  Alberto Corigliano¹  Luca Rosafalco¹  Andrea Manzoni² 

[1] Dipartimento di Ingegneria Civile e Ambientale, Politecnico di Milano, Piazza L. da Vinci 32, 20133, Milano, Italy;MOX, Dipartimento di Matematica, Politecnico di Milano, Piazza L. da Vinci 32, 20133, Milano, Italy;

关键词: Structural health monitoring;    Fully convolutional networks;    Damage localization;    Time series analysis;    Deep learning;   

DOI  :  10.1186/s40323-020-00174-1

来源: Springer

【 授权许可】

CC BY